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--- |
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base_model: |
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- unsloth/Mistral-Nemo-Instruct-2407 |
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- cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b |
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- Kooten/Mistral-Nemo-Instruct-2407-norefuse-OAS |
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- intervitens/mini-magnum-12b-v1.1 |
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- NeverSleep/Lumimaid-v0.2-12B |
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library_name: transformers |
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tags: |
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- mergekit |
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- merge |
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--- |
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# Experimental Merge. I have no idea what the hell I'm doing. |
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit). |
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## Merge Details |
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### Merge Method |
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This model was merged using the [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [unsloth/Mistral-Nemo-Instruct-2407](https://huggingface.co/unsloth/Mistral-Nemo-Instruct-2407) as a base. |
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### Models Merged |
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The following models were included in the merge: |
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* [cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b](https://huggingface.co/cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b) |
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* [Kooten/Mistral-Nemo-Instruct-2407-norefuse-OAS](https://huggingface.co/Kooten/Mistral-Nemo-Instruct-2407-norefuse-OAS) |
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* [intervitens/mini-magnum-12b-v1.1](https://huggingface.co/intervitens/mini-magnum-12b-v1.1) |
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* [NeverSleep/Lumimaid-v0.2-12B](https://huggingface.co/NeverSleep/Lumimaid-v0.2-12B) |
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### Configuration |
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The following YAML configuration was used to produce this model: |
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```yaml |
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base_model: unsloth/Mistral-Nemo-Instruct-2407 |
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models: |
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- model: intervitens/mini-magnum-12b-v1.1 |
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parameters: |
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density: 0.5 |
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weight: 0.2 |
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- model: NeverSleep/Lumimaid-v0.2-12B |
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parameters: |
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density: 0.5 |
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weight: 0.5 |
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- model: Kooten/Mistral-Nemo-Instruct-2407-norefuse-OAS |
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parameters: |
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density: 0.6 |
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weight: 1.0 |
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- model: cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b |
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parameters: |
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density: 0.6 |
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weight: 0.5 |
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merge_method: dare_ties |
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dtype: float16 |
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``` |
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